Octacer

What it does

Writes code

YesTheir engineers author new software to order — MVPs, SaaS platforms and customer portals — rather than shipping a product you install yourself.We engineer focused MVPs, SaaS platforms, and customer portals — the smallest product that proves your bet, built to reach production and learn from…octacer.com/services/product-development ↗

Debugs and fixes

YesDiagnosis of broken production integrations is a named part of the work; their case studies describe finding root causes before rebuilding the failing pipeline.Rebuilt Shopify-to-GoHighLevel opportunity sync on n8n with error handling after diagnosing pipeline, tag sync, and email failures.octacer.com/llms-full.txt ↗

Writes tests

PartlyTests appear as gates inside the delivery pipelines they build, but the site never describes writing a test suite as a deliverable in its own right.We build CI/CD paths with tests, approvals, environment gates, and deployment visibility so changes are shipped with less production uncertainty.octacer.com/services/devops-services ↗

Whole-codebase work

PartlyLarge migrations are sold as sequenced, risk-sliced modernisation projects run by their team, not as a repository-wide change an agent performs in one pass.Platform Modernization: Sequence the change around business risk, data ownership, migration slices, and a reliable target state.octacer.com/llms-full.txt ↗

Ships it

YesDelivery runs past the diff into production: they take the platform live and then monitor and harden it inside the client's operation.Production Responsibility We do not stop at launch. We monitor, harden, and expand the systems once they are live inside your operations.octacer.com/about ↗

Done-for-you service

YesThis is a build-and-run service, not software you licence: the same people who map the workflow implement and operate the resulting system.The people mapping your workflow are the same people turning it into production software. Strategy, architecture, implementation, and reliability…octacer.com/about ↗

Not established: Reviews code

How much it does unattended

Runs autonomously

PartlyThe agents they build act on events without a human starting each step, but only inside confidence thresholds, escalating to a person when confidence drops or the case is novel.AI Agent Autonomous — runs on events and schedules ... AI Agent Escalates only when confidence thresholds are not metoctacer.com/services/ai-apps-integratio… ↗

Agent permissions

YesAuthority is bounded by design: value thresholds, exception routing and audit trails set exactly where the system may act alone and where a human must approve.Exception routing — edge cases flagged for human review before execution 4 Audit trails — every automated decision is logged with full reasoning Now…octacer.com/architecture/ai-capabilities ↗

Not established: Multi-agent

Which models it runs on

Claude

YesClaude is one of the models they document integrating into client workflows, recommended for complex reasoning and analysis work.Claude Best for: Complex reasoning, analysis, code reviewoctacer.com/knowledge-base/ai-integrati… ↗

GPT

YesGPT models are documented as a supported option for client automations, and OpenAI appears in the stack they list for AI product builds.GPT-4 Best for: General tasks, text analysis, summarizationoctacer.com/knowledge-base/ai-integrati… ↗

Open models

YesOpen-weight Llama is offered for privacy-sensitive work and is the route they name for running the model on the client's own hardware.Llama Best for: Privacy-sensitive, self-hosted deploymentsoctacer.com/knowledge-base/ai-integrati… ↗

Model choice

YesModel independence is advertised as an architectural principle, set against what they call the fragility of building on a single vendor's API.Model-agnostic architectureoctacer.com/services/ai-apps-integratio… ↗

Where you use it

In a browser

YesWhat they deliver includes a hosted operational web interface with role-based access, reachable on desktop and mobile browsers.Operational Interface The product surface your team, customers, or partners use to complete the workflow cleanly and consistently. Task and case…octacer.com/services/product-development ↗

Whose machine it runs on

Self-hosted

PartlySelf-hosted delivery is demonstrated in at least one shipped engagement and offered for privacy-sensitive models, but it is scoped per project rather than a standing deployment option.The scope of the engagement was a self-hosted AI system grounded in the retailer's product catalog, with per-customer conversation memory, structured…octacer.com/portfolios/bilingual-whatsa… ↗

Not established: Open source

What it costs to run

Free tier

PartlyThere is no free product, but the entry step is a free, no-commitment workflow review of 20-30 minutes before any scoped engagement.Map Your System 30-minute call · No commitmentoctacer.com ↗

Bring your own key

PartlyOne documented engagement left the client owning the model configuration and data outright, and self-hosted Llama is offered, but no standing bring-your-own-key policy is published.The retailer retained full control over conversation data, model configuration, and the escalation workflow, rather than depending on a vendor's…octacer.com/portfolios/bilingual-whatsa… ↗

Not established: How it meters, API access, MCP server

Buying it for a team

A company can buy it

YesThe buyer is a company: engagements are sold to operations teams internationally, and the inquiry form collects company, role and project budget.We deliver automation and operational systems for clients internationally from this base — not a generic software-house listing with a vague city…octacer.com/about ↗

Admin controls

YesSystems they deliver ship with a back-office layer where an operations admin changes users, permissions, rules and exceptions without going through engineering.Admin Layer A back-office layer for managing users, permissions, rules, and exceptions without touching the codebase. User and role management…octacer.com/services/product-development ↗

Audit log

YesEvery automated decision is logged with its reasoning and confidence as a standard layer of the agent architecture they build.05 Feedback Audit trail generated, confidence logged, edge cases surfaced for human reviewoctacer.com/services/ai-apps-integratio… ↗

Not established: Single sign-on

What happens to your code

Data residency

PartlyThe firm is Pakistan-based and its policy is governed by Pakistani law with cross-border transfers only promised to be handled securely; no region choice or named hosting jurisdiction is offered.If your personal data is transferred to and processed in a country other than your own, we will take appropriate measures to ensure that your data is…octacer.com/privacy-policy ↗

Getting out

PartlyThe privacy policy grants access and deletion of personal data on request, but nothing is published about handing over delivered systems, code or operational data at the end of an engagement.we collect what you give us plus basic usage data, we never sell it, and you can ask for it — or ask us to delete it — any timeoctacer.com/privacy-policy ↗

Not established: Opt out of training, Certifications