diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 0fdeecf40..5557a189b 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -253,6 +253,15 @@ updates:
     schedule:
       interval: weekly
       day: sunday
+  - package-ecosystem: gomod
+    directory: /sdk/telemetry/test
+    labels:
+      - dependencies
+      - go
+      - Skip Changelog
+    schedule:
+      interval: weekly
+      day: sunday
   - package-ecosystem: pip
     directory: /
     labels:
diff --git a/sdk/telemetry/test/conversion_test.go b/sdk/telemetry/test/conversion_test.go
new file mode 100644
index 000000000..3e783b2c8
--- /dev/null
+++ b/sdk/telemetry/test/conversion_test.go
@@ -0,0 +1,245 @@
+// Copyright The OpenTelemetry Authors
+// SPDX-License-Identifier: Apache-2.0
+
+package test
+
+import (
+	"bytes"
+	"encoding/json"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+	"go.opentelemetry.io/collector/pdata/pcommon"
+	"go.opentelemetry.io/collector/pdata/ptrace"
+
+	"go.opentelemetry.io/auto/sdk/telemetry"
+)
+
+var (
+	y2k = time.Unix(0, time.Date(2000, 1, 1, 0, 0, 0, 0, time.UTC).UnixNano()) // No location.
+
+	attrsA = []telemetry.Attr{
+		telemetry.String("user", "Alice"),
+		telemetry.Bool("admin", true),
+		telemetry.Int64("floor", -2),
+		telemetry.Float64("impact", 0.21362),
+		telemetry.Slice(
+			"reports",
+			telemetry.StringValue("Bob"),
+			telemetry.StringValue("Dave"),
+		),
+		telemetry.Map(
+			"favorites",
+			telemetry.String("food", "hot dog"),
+			telemetry.Int("number", 13),
+		),
+		telemetry.Bytes(
+			"secret",
+			[]byte("NUI4RUZGRjc5ODAzODEwM0QyNjlCNjMzODEzRkM2MEM="),
+		),
+	}
+	pAttrsA = func() pcommon.Map {
+		m := pcommon.NewMap()
+		m.PutStr("user", "Alice")
+		m.PutBool("admin", true)
+		m.PutInt("floor", -2)
+		m.PutDouble("impact", 0.21362)
+
+		s := m.PutEmptySlice("reports")
+		s.AppendEmpty().SetStr("Bob")
+		s.AppendEmpty().SetStr("Dave")
+
+		fav := m.PutEmptyMap("favorites")
+		fav.PutStr("food", "hot dog")
+		fav.PutInt("number", 13)
+
+		sec := m.PutEmptyBytes("secret")
+		sec.FromRaw([]byte("NUI4RUZGRjc5ODAzODEwM0QyNjlCNjMzODEzRkM2MEM="))
+
+		return m
+	}()
+
+	link = &telemetry.SpanLink{
+		TraceID:      telemetry.TraceID{0x2},
+		SpanID:       telemetry.SpanID{0x1},
+		TraceState:   "test=green",
+		Attrs:        []telemetry.Attr{telemetry.Int("queue", 17)},
+		DroppedAttrs: 8,
+		// https://github.com/open-telemetry/opentelemetry-go-instrumentation/pull/1196
+		// Flags: 1,
+	}
+	pLink = func() ptrace.SpanLink {
+		l := ptrace.NewSpanLink()
+		l.SetTraceID(pcommon.TraceID{0x2})
+		l.SetSpanID(pcommon.SpanID{0x1})
+		l.TraceState().FromRaw("test=green")
+		l.Attributes().PutInt("queue", 17)
+		l.SetDroppedAttributesCount(8)
+		// https://github.com/open-telemetry/opentelemetry-go-instrumentation/pull/1196
+		// l.SetFlags(1)
+		return l
+	}()
+
+	event = &telemetry.SpanEvent{
+		Time:         y2k.Add(10 * time.Microsecond),
+		Name:         "span.event",
+		Attrs:        []telemetry.Attr{telemetry.Float64("impact", 0.4372)},
+		DroppedAttrs: 2,
+	}
+	prevent = func() ptrace.SpanEvent {
+		e := ptrace.NewSpanEvent()
+		e.SetTimestamp(pcommon.NewTimestampFromTime(y2k.Add(10 * time.Microsecond)))
+		e.SetName("span.event")
+		e.Attributes().PutDouble("impact", 0.4372)
+		e.SetDroppedAttributesCount(2)
+		return e
+	}()
+
+	spanA = &telemetry.Span{
+		TraceID:       [16]byte{0x1},
+		SpanID:        [8]byte{0x2},
+		TraceState:    "test=a",
+		ParentSpanID:  [8]byte{0x1},
+		Flags:         1,
+		Name:          "span.a",
+		Kind:          telemetry.SpanKindClient,
+		StartTime:     y2k,
+		EndTime:       y2k.Add(time.Second),
+		Attrs:         attrsA,
+		DroppedAttrs:  2,
+		Events:        []*telemetry.SpanEvent{event},
+		DroppedEvents: 3,
+		Links:         []*telemetry.SpanLink{link},
+		DroppedLinks:  4,
+		Status: &telemetry.Status{
+			Message: "okay",
+			Code:    telemetry.StatusCodeOK,
+		},
+	}
+	pSpanA = func() ptrace.Span {
+		s := ptrace.NewSpan()
+		s.SetTraceID(pcommon.TraceID([16]byte{0x1}))
+		s.SetSpanID(pcommon.SpanID([8]byte{0x2}))
+
+		ts := s.TraceState()
+		ts.FromRaw("test=a")
+
+		s.SetParentSpanID(pcommon.SpanID([8]byte{0x1}))
+		s.SetFlags(1)
+		s.SetName("span.a")
+		s.SetKind(ptrace.SpanKindClient)
+		s.SetStartTimestamp(pcommon.NewTimestampFromTime(y2k))
+		s.SetEndTimestamp(pcommon.NewTimestampFromTime(y2k.Add(time.Second)))
+		pAttrsA.CopyTo(s.Attributes())
+		s.SetDroppedAttributesCount(2)
+		prevent.CopyTo(s.Events().AppendEmpty())
+		s.SetDroppedEventsCount(3)
+		pLink.CopyTo(s.Links().AppendEmpty())
+		s.SetDroppedLinksCount(4)
+
+		stat := s.Status()
+		stat.SetMessage("okay")
+		stat.SetCode(ptrace.StatusCodeOk)
+
+		return s
+	}()
+	schema100 = "http://go.opentelemetry.io/schema/v1.0.0"
+
+	scope = &telemetry.Scope{
+		Name:         "go.opentelemetry.io/auto/sdk/telemetry/test",
+		Version:      "v0.0.1",
+		Attrs:        []telemetry.Attr{telemetry.String("department", "ops")},
+		DroppedAttrs: 1,
+	}
+	pScope = func() pcommon.InstrumentationScope {
+		s := pcommon.NewInstrumentationScope()
+		s.SetName("go.opentelemetry.io/auto/sdk/telemetry/test")
+		s.SetVersion("v0.0.1")
+		s.Attributes().PutStr("department", "ops")
+		s.SetDroppedAttributesCount(1)
+		return s
+	}()
+
+	scopeSpans = &telemetry.ScopeSpans{
+		Scope:     scope,
+		Spans:     []*telemetry.Span{spanA},
+		SchemaURL: schema100,
+	}
+	pScopeSpans = func() ptrace.ScopeSpans {
+		s := ptrace.NewScopeSpans()
+		pSpanA.CopyTo(s.Spans().AppendEmpty())
+		pScope.CopyTo(s.Scope())
+		s.SetSchemaUrl(schema100)
+		return s
+	}()
+
+	res = telemetry.Resource{
+		Attrs: []telemetry.Attr{
+			telemetry.String("host", "hal"),
+			telemetry.Int("id", 42),
+		},
+		DroppedAttrs: 100,
+	}
+	press = func() pcommon.Resource {
+		r := pcommon.NewResource()
+		r.Attributes().PutStr("host", "hal")
+		r.Attributes().PutInt("id", 42)
+		r.SetDroppedAttributesCount(100)
+		return r
+	}()
+
+	resSpans = &telemetry.ResourceSpans{
+		Resource:   res,
+		SchemaURL:  schema100,
+		ScopeSpans: []*telemetry.ScopeSpans{scopeSpans},
+	}
+	pResSpans = func() ptrace.ResourceSpans {
+		rs := ptrace.NewResourceSpans()
+		press.CopyTo(rs.Resource())
+		pScopeSpans.CopyTo(rs.ScopeSpans().AppendEmpty())
+		rs.SetSchemaUrl(schema100)
+		return rs
+	}()
+
+	traces = telemetry.Traces{
+		ResourceSpans: []*telemetry.ResourceSpans{
+			resSpans,
+		},
+	}
+	pTraces = func() ptrace.Traces {
+		traces := ptrace.NewTraces()
+		pResSpans.CopyTo(traces.ResourceSpans().AppendEmpty())
+		return traces
+	}()
+)
+
+func TestDecode(t *testing.T) {
+	var enc ptrace.JSONMarshaler
+	b, err := enc.MarshalTraces(pTraces)
+	require.NoError(t, err)
+
+	t.Log(string(b)) // This helps when test fails to understand what is being decoded.
+
+	var got telemetry.Traces
+	dec := json.NewDecoder(bytes.NewReader(b))
+	require.NoError(t, dec.Decode(&got))
+
+	assert.Equal(t, traces, got)
+}
+
+func TestEncode(t *testing.T) {
+	var buf bytes.Buffer
+	enc := json.NewEncoder(&buf)
+	require.NoError(t, enc.Encode(traces))
+
+	data := buf.Bytes()
+	t.Log(string(data)) // This helps when test fails to understand what how the data has been encoded.
+
+	var dec ptrace.JSONUnmarshaler
+	got, err := dec.UnmarshalTraces(data)
+	require.NoError(t, err)
+
+	assert.Equal(t, pTraces, got)
+}
diff --git a/sdk/telemetry/test/doc.go b/sdk/telemetry/test/doc.go
new file mode 100644
index 000000000..6143785f6
--- /dev/null
+++ b/sdk/telemetry/test/doc.go
@@ -0,0 +1,7 @@
+// Copyright The OpenTelemetry Authors
+// SPDX-License-Identifier: Apache-2.0
+
+// Package test provides isolated testing for
+// go.opentelemetry.io/auto/sdk/telemetry. It exists to ensure that package is
+// tested without importing any OTLP or pdata dependencies.
+package test
diff --git a/sdk/telemetry/test/go.mod b/sdk/telemetry/test/go.mod
new file mode 100644
index 000000000..59fbca8a9
--- /dev/null
+++ b/sdk/telemetry/test/go.mod
@@ -0,0 +1,28 @@
+module go.opentelemetry.io/auto/sdk/telemetry/test
+
+go 1.22.0
+
+require (
+	github.com/stretchr/testify v1.9.0
+	go.opentelemetry.io/auto/sdk v0.0.0-00010101000000-000000000000
+	go.opentelemetry.io/collector/pdata v1.17.0
+)
+
+require (
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
+	golang.org/x/net v0.28.0 // indirect
+	golang.org/x/sys v0.24.0 // indirect
+	golang.org/x/text v0.17.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 // indirect
+	google.golang.org/grpc v1.67.1 // indirect
+	google.golang.org/protobuf v1.34.2 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)
+
+replace go.opentelemetry.io/auto/sdk => ../..
diff --git a/sdk/telemetry/test/go.sum b/sdk/telemetry/test/go.sum
new file mode 100644
index 000000000..258254fdf
--- /dev/null
+++ b/sdk/telemetry/test/go.sum
@@ -0,0 +1,79 @@
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
+github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
+github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
+github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/gofuzz v1.0.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
+github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
+github.com/json-iterator/go v1.1.12/go.mod h1:e30LSqwooZae/UwlEbR2852Gd8hjQvJoHmT4TnhNGBo=
+github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8=
+github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
+github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
+github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
+github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
+github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
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+github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
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+github.com/rogpeppe/go-internal v1.10.0/go.mod h1:UQnix2H7Ngw/k4C5ijL5+65zddjncjaFoBhdsK/akog=
+github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
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+github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
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diff --git a/versions.yaml b/versions.yaml
index 16a517e08..5d8e5c54e 100644
--- a/versions.yaml
+++ b/versions.yaml
@@ -22,3 +22,4 @@ excluded-modules:
   - go.opentelemetry.io/auto/internal/test/e2e/otelglobal
   - go.opentelemetry.io/auto/internal/tools
   - go.opentelemetry.io/auto/sdk
+  - go.opentelemetry.io/auto/sdk/telemetry/test