AI is not a system you install and walk away from. The data it reads changes. The way your team uses it changes. The models themselves change, often for the better, several times a year. Left alone, a deployment that launched strong drifts: prompts that worked start missing edge cases, costs creep, adoption slips, and one day someone asks why you are still paying for it. The teams that get lasting value are the ones that treat AI like the living system it is.
We watch the things that decide whether the deployment is still earning its keep: accuracy and quality of output, real usage, cost per outcome, and where users are working around the tool instead of with it. When usage reveals a weak spot, we refine the prompts and the workflow rather than waiting for a quarterly post-mortem. And when Anthropic ships new capabilities or a stronger model, we evaluate and adopt what helps instead of leaving you on last year’s version.
The goal is a curve that climbs. Every review is a chance to widen what the agent handles well, retire what it does not, and fold in what we have learned from real usage. ROI on a well-tended AI deployment should be higher in year two than at launch, because the system has been tuned to your actual work rather than the assumptions you started with.
We do not disappear at go-live. The same team that built the deployment stays close to it, with the Salesforce and AI depth to tell the difference between a prompt problem, a data problem, and a process problem, which is usually where the real fix lives. As a Salesforce Consulting Partner since 2017 and a Select Services Partner in Anthropic’s Claude Partner Network, ongoing optimization is how we keep what we build worth what it costs.
The engagements we run most often on Ongoing Support & Optimization, from first implementation through optimization.
We track accuracy, usage, cost, and business outcomes in production, so you can see whether the deployment is still earning its keep. Problems surface as signals, not surprises.
We iterate the prompts and the surrounding workflow as real usage reveals where the agent struggles. The system gets sharper on your actual work over time, not staler.
We evaluate and adopt new Claude capabilities and models as Anthropic ships them, so you are never stuck on an older, weaker version. You get the upside without the migration headache.
Regular reviews that widen what the agent handles well and retire what it does not, keeping ROI climbing instead of decaying. Maintenance that compounds rather than just holding the line.
Predictable phases. Clear deliverables. No surprises.
One to two working sessions to map your current state, business goals, and gaps. We come out with a written scope and recommendation.
Documented architecture, realistic timeline, and transparent commercial proposal. No surprises and no hidden scope.
Configuration, development, integrations, data migration, and QA, with weekly demos and on-the-fly adjustments.
Training, change management, hypercare, and ongoing optimization. We do not disappear at go-live.
Consultant-level analysis from the consultants delivering the work.
How Anthropic Claude works with Salesforce alongside Agentforce: the ways the two connect, the jobs Claude does well on CRM data, and the security and data-handling decisions to make before you connect them.
Read the full post →Claude AI consulting for Salesforce and HubSpot teams, from readiness to production.
Make sure your CRM is ready for Claude before you deploy, data, security, and compliance.
Connect Claude into Salesforce and HubSpot to automate comms, summarize records, and draft content.
Audit-ready approval processes and field-level controls embedded into Claude automation.
Claude-powered tools that draft emails, prep meeting summaries, and surface client insights.
Clean, governed data is the difference between an AI agent you can trust and one that confidently gives wrong answers.
Tech Talk
A monthly brief for the people who own Salesforce, AI and revenue technology
What changed in Salesforce and AI this month, and what to do about it.
One email a month. Written by the consultants who deliver the work, not by a marketing team, for the leaders who make the technology decisions.
Consultant analysis, not vendor recaps. One click to leave.
