Kolaqs / AI & product engineering
The service field guide.
Focused checks. Clearly scoped fixes.
Choose the problem. We’ll agree the boundary.
No matching service.
Try “voice”, “architecture” or “cost”, or reset the filters. If your problem falls between categories, prepare an enquiry.
Engineering & cloud
Performance, architecture and operating cost.
Backend & API performance
Trace slow requests through your service and datastore. Build a baseline before choosing a fix.
Receive Performance and attributable cost baselineOne service · up to 3 endpoints · 1 datastore
Fixed price · after scopingCloud cost optimization
Explain the bill for one workload and identify changes worth validating, with their trade-offs.
Receive Performance/cost baselineOne service + attributable workload spend
Fixed price · after scopingApp architecture review
Map the dependencies, expose the trade-offs and choose a staged path for one architecture decision.
Receive Dependency and responsibility mapOne application boundary + one decision
Fixed price · after scopingAI & product
Evaluate what exists. Validate what comes next.
LLM evaluation & inference
Turn scattered failures into a repeatable evaluation set and a prioritised engineering plan.
Receive Rerunnable evaluation + case-level resultsOne task · up to 100 cases · 2 configurations
Fixed price · after scopingNew AI feature development
Validate one user task, define acceptance criteria and build a thin prototype before committing to product integration.
Receive Feature brief + acceptance scenariosOne user task + thin non-production prototype
Fixed price · after scopingVoice systems
New app interfaces and existing agent reliability.
Voice agent latency & reliability
Trace the conversation path. Inspect delays, interruptions and handoffs before choosing a fix.
Receive Measured response baselineOne flow · up to 20 conversations · 100 turns
Fixed price · after scopingVoice agents for apps
Define one conversational task and the app actions it can take. Validate a sandbox flow before integrating it.
Receive Conversation flow + app tool contractsOne app task · one flow · one language
Fixed price · after scopingRelated capability
One workflow. A clear boundary.
Bounded automation for one repeatable process: a defined trigger, agreed systems, visible exceptions and human approval where it matters. Begin with a process map and a scoped implementation proposal; department-wide transformation and autonomous high-impact decisions are excluded.
Discuss workflow automation →At a glance
Compare the entry checks.
Scope first. Fixed price after agreement.
Implementation is a separate proposal.
| Service | Agreed boundary | What you receive | Draft timing |
|---|---|---|---|
| LLM evaluation & inference | One task · up to 100 cases · 2 configurations | Rerunnable evaluation + case-level results; Failure categories + evidence notes; Next-step proposal + one review call | 5–7 business days* |
| Voice agent latency & reliability | One flow · up to 20 conversations · 100 turns | Measured response baseline; Reliability findings + measurement gaps; Bounded improvement proposal | 5–7 business days* |
| Backend & API performance | One service · up to 3 endpoints · 1 datastore | Performance and attributable cost baseline; Bottleneck evidence + recommendations; Scoped implementation proposal | 5–7 business days* |
| Cloud cost optimization | One service + attributable workload spend | Performance/cost baseline; Cost-driver evidence + recommendations; Scoped implementation proposal | 5–7 business days* |
| App architecture review | One application boundary + one decision | Dependency and responsibility map; Risk register + architecture decision record; Staged change proposal | 5–7 business days* |
| New AI feature development | One user task + thin non-production prototype | Feature brief + acceptance scenarios; Thin prototype + evaluation notes; Integration scope + go/no-go recommendation | 5–10 business days* |
| Voice agents for apps | One app task · one flow · one language | Conversation flow + app tool contracts; Sandbox validation + failure scenarios; Permission, handoff and integration plan | 5–10 business days* |
*Planning assumptions, subject to commercial review. The clock starts after adequate inputs, safe access and a delivery slot are agreed. Fixed prices are quoted after scoping.
Backend performance and cloud cost are entry questions for the same bounded Backend & Cloud Diagnostic. They are not two mandatory purchases.
How an engagement starts.
- 01 / Define
Agree the question, system boundary, evidence, access, fixed price and delivery slot.
- 02 / Check
Inspect the evidence. Deliver findings, measurement gaps and a practical recommendation.
- 03 / Scope
Choose a bounded fix or build with acceptance criteria and a separate fixed-price agreement.